# The value of peripheral blood PLR, Lp-PLA2, MHR, SII, and HCY in assessing the rupture risk of small and medium-sized intracranial aneurysms

**Authors:** Chaojun Yan, Xinyu Lu

PMC · DOI: 10.3389/fneur.2026.1729462 · Frontiers in Neurology · 2026-02-17

## TL;DR

This study explores blood markers that may help predict if small or medium brain aneurysms are likely to rupture.

## Contribution

A combined multi-biomarker nomogram was developed to predict rupture risk in intracranial aneurysms.

## Key findings

- PLR, Lp-PLA2, MHR, SII, and HCY were significantly higher in ruptured aneurysm cases.
- A predictive nomogram showed strong discrimination (AUC = 0.969) for rupture risk.
- The model requires validation in larger, multicenter studies for generalizability.

## Abstract

We aimed to investigate the relationship of peripheral blood platelet-to-lymphocyte ratio (PLR), lipoprotein-associated phospholipase A2 (Lp-PLA2), monocyte-to-high-density lipoprotein ratio (MHR), systemic immune-inflammation index (SII), and Homocysteine (HCY) with risk of rupture for small to medium-sized intracranial aneurysms, and examine their combined value as potential predictive markers.

We conducted a retrospective analysis of clinical data from 80 patients with intracranial aneurysms who underwent endovascular embolization from January 2022 to January 2025. Patients were divided into a ruptured group (n = 27) and an unruptured group (n = 53). Associations between biomarkers and rupture status were evaluated using univariate and multivariate logistic regression. A predictive nomogram was constructed and assessed using calibration, receiver operating characteristic (ROC) curve analysis, decision curve analysis (DCA), and bootstrap internal validation.

Levels of PLR, Lp-PLA2, MHR, SII, and HCY were significantly higher in ruptured cases, while SOD and IL-10 were significantly lower (p < 0.05). In multivariable logistic regression, all five biomarkers were associated with rupture. The combined biomarker model showed high apparent discrimination (AUC = 0.969) and was internally validated using bootstrap resampling; however, given the small, single-center sample and the lack of adjustment for key clinical and morphological predictors, the model requires cautious interpretation and independent validation.

PLR, Lp-PLA2, MHR, SII, and HCY were associated with rupture status in small to medium-sized intracranial aneurysms. A combined multi-biomarker nomogram showed strong apparent discrimination; however, the incremental value beyond established clinical and morphological predictors and the generalizability of this model need confirmation in larger, preferably multicenter cohorts.

## Full-text entities

- **Genes:** TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, PLA2G7 (phospholipase A2 group VII) [NCBI Gene 7941] {aka LDL-PLA2, LP-PLA2, PAFAD, PAFAH}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, SOD1 (superoxide dismutase 1) [NCBI Gene 6647] {aka ALS, ALS1, HEL-S-44, IPOA, SOD, STAHP}
- **Diseases:** hepatic or renal insufficiency (MESH:D048550), Intracranial aneurysms (MESH:D002532), SII (MESH:D007249), diabetes (MESH:D003920), rupture (MESH:D012421), endothelial dysfunction (MESH:D014652), intracranial tumor (MESH:D009369), aneurysm (MESH:D000783), autoimmune disease (MESH:D001327), hemorrhage (MESH:D006470), aneurysm rupture (MESH:D017542), bleeding tendency (MESH:C536965), cerebral arteriovenous malformation (MESH:D002538), metabolic (MESH:D008659), RA (MESH:D001172), thrombotic (MESH:D013927), SAH (MESH:D013345), atherosclerotic (MESH:D050197), hypertension (MESH:D006973), immune (MESH:D007154), coagulopathy (MESH:D001778), cerebrovascular disease (MESH:D002561), vascular (MESH:D057772), systemic (MESH:D015619)
- **Chemicals:** phospholipids (MESH:D010743), sulfur (MESH:D013455), -density lipoprotein (-), HCY (MESH:D006710), MDA (MESH:D008315), lipid (MESH:D008055), CY (MESH:D003545), alcohol (MESH:D000438)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** rs10846744, AUC of 0

## Full text

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## Figures

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## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC12953138/full.md

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Source: https://tomesphere.com/paper/PMC12953138